April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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296
에이전트 시대의 AI 시스템 설계
패턴
23
)이 필요하다.
5.2.5
참고문헌
CoT
프롬프팅은 웨이
Wei
등의 영향력 있는
2022
년 논문 (
https
://
arxiv
.
org
/
abs
/
2201
.
11903
)에서 소개되었다. 논문은 몇 가지 단계별 예시를 사용해서
LLM
이 일련의 중간 단계를
생성하게 함으로써 산술, 상식, 기호 추론 문제를 더 정확하게 해결할 수 있음을 보여 주었다.
몇 달 후, 코지마
Kojima
등의 논문(
https
://
arxiv
.
org
/
abs
/
2205
.
11916
)은 제로샷
CoT
를
시연함으로써 그냥 단계별 추론을 요청하는 것만으로도 그러한 추론 단계들을 이끌어 낼 수 있
음을 보여 주었다. 몇 달 뒤(여전히
2022
년이다! ), 장
Zhang
등은 답변을 사람이 직접 작성하지
않고도
CoT
를 수행할 수 있게 하는 두 가지 핵심 아이디어 (다양한 질문을 수집하는 것과 제로
샷
CoT
를 이용해 추론 체인을 생성해서 예시 저장소를 채우는 것 )에 기반한 자동
CoT
를 소개
했다 (
https
://
arxiv
.
org
/
abs
/
2210
.
03493
).
2025
년,
Invisible
사는 법률 애플리케이션인 앨런 앤 오버리
Allen
&
Overy
(
A
&
O
) 프로젝트에서
LLM
에
CoT
를 가르쳤다(
https
://
oreil
.
ly
/
RC263
).
K2view
사는 자사의
GenAI
Data
Fusion
플랫폼에서
CoT
추론을 구현해서, 실시간 데이터 통합 기능을 갖춘 기업용 챗봇에
제출되는 복잡한 고객 서비스 쿼리를 관리 가능한 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.